LYFT vs NSC Stock Comparison
LYFT currently leads NSC in this stock comparison, with AIQ scores of 66 vs 60. The clearest difference is quality, while NSC has the stronger momentum profile.
What is the main difference between LYFT and NSC?
LYFT leads the current stock comparison as Lyft, Inc., with the clearest separation coming from quality and the broader AIQ evidence mix.
AlgovestIQ AIQ Comparison
Lyft, Inc. vs Norfolk Southern Corporation
LYFT leads
LYFT leads by 6 AIQ points, primarily on Quality and Value, but the lead has narrowed from 13 points over 30 sessions.
Competitive: 4 of 6 evidence groups support LYFT, its lead is narrowing, and its signal state is cleanly positive.
Lyft, Inc.
Norfolk Southern Corporation
The Algovestiq AIQ Score currently favors LYFT over NSC, 66 versus 60 as of Oct 31, 2026. LYFT's advantage is driven primarily by stronger quality and value, while NSC holds the stronger momentum profile. LYFT also shows the weaker technical structure relative to its 50-day moving average. 4 of 6 covered evidence groups favor LYFT today, and the comparison is rated Competitive on stability: the leader's advantage has been narrowing. LYFT lead: Weakening — the AIQ differential moved from 13 to 6 points over 30 sessions.
Compare Lyft, Inc. and Norfolk Southern Corporation across the Algovestiq AIQ Score, valuation, quality, momentum, risk, technicals and analyst expectations.
Performance over time
Total return with distributions reinvested, from daily closes.
Total return comparison
Growth of $10,000, distributions reinvested
Split-adjusted closes; each distribution is reinvested at the close on its ex-dividend date. Taxes and trading costs are not modeled.
Compare LYFT and NSC against another ticker
Open a multi-ticker workspace without changing this focused pair page.
AIQ Factor Divergence
Where the two separate, on the four dimensions behind the AIQ Score. Bars read outward from a shared zero: further from the centre is a wider gap.
- Quality85 vs 56LYFT +29
- Momentum64 vs 86NSC +22
- Risk Resilience38 vs 60NSC +22
- Value62 vs 42LYFT +20
4 of 6 evidence groups favor LYFT. LYFT’s edge is concentrated in quality and value; NSC keeps a meaningful momentum edge.
What changed since the last close
Latest scored session 2026-10-28, compared against the prior scored session 2026-10-27.
Largest factor move: Momentum -9
New signals
- ATR Expansion - Breakout Mode — neutral, volatility, short horizon (3.53%)
No factor moved materially.
No signal started or stopped since the prior session; its 6 active signals are unchanged.
LYFT's lead narrowed by 2 AIQ points in the latest session.
Deeper signal detail for each name lives on its own signals page — LYFT and NSC both carry a full feed there.
The central trade-off
LYFT (Lyft, Inc.): the stronger current systematic profile, led by quality and value.
NSC (Norfolk Southern Corporation): the counter-case, on momentum, risk resilience, technicals.
Which one fits your objective
The same two names rank differently depending on what you are optimizing for. All six reads are shown at once — none of them is hidden behind a toggle.
Balanced
LYFTLYFT on the overall AIQ Score, which weights Quality and Value most heavily.
Growth
LYFTLYFT on combined revenue and EPS growth.
Value
LYFTLYFT on the peer-relative Value factor, by 20 points.
Momentum
NSCNSC on the Momentum factor, by 22 points.
Lower downside
NSCNSC on Risk Resilience, by 22 points.
Analyst upside
LYFTLYFT on implied upside to the consensus price target.
AIQ vs Wall Street
Where the systematic read and the analyst consensus line up — and where they do not.
| Measure | LYFT | NSC | Note |
|---|---|---|---|
| Implied upside to target | +11% | +3.8% | LYFT has more room |
| Target dispersion | +44.6% | +20.5% | Lower is tighter analyst agreement |
| Consensus | Hold | Hold | Context, not a primary driver |
| Analysts covering | 14 | 7 | Higher coverage generally improves confidence |
Analyst targets are expectations, not predictions. Dispersion matters as much as the midpoint.
AIQ Agreement Matrix
4 of 6 covered evidence groups favor LYFT. A wide gap backed by one group is a weaker case than a narrow gap backed by five.
| Evidence group | Favors | Reading |
|---|---|---|
| AIQ Score | LYFT | 66 vs 60 |
| Fundamentals | LYFTon balance | revenue growth 11.7% vs 1.8%; EPS growth 225% vs 3.7%; TTM ROE 115.8% vs 16.7%; gross margin 45.5% vs 52.9%; operating margin -1.8% vs 31.5% — LYFT takes 3 of 5 decided legs, not all of them |
| Valuation | LYFT | Value 62 vs 42 |
| Technicals | NSC | Price vs 50-day -0.6% vs 4.9%; vs 200-day 7.9% vs 7.5% |
| Risk Resilience | NSC | Risk Resilience 38 vs 60 |
| Analyst expectations | LYFT | Target upside 11% vs 3.8% |
✓ agrees with the overall verdict · ✕ points the other way. Groups marked “not covered” lack data on one or both of LYFT and NSC and are excluded from the count.
AIQ Decision Stability
The two are close enough that your objective, not the score, should decide.
- The AIQ gap is moderate at 6 points.
- The leader's advantage has been narrowing. (argues the conclusion is provisional)
- The lead has been steady session to session. (supports the conclusion holding)
- The leader's signal state is cleanly positive. (supports the conclusion holding)
Stability combines the score gap, how broadly the evidence agrees, how steady the lead has been across daily snapshots, the current signal state on both names, and analyst dispersion on LYFT.
How the comparison changed
120 daily snapshots · Jun 29 – Oct 28LYFT lead: Weakening — the AIQ differential moved from 13 to 6 points over 30 sessions.
- Today
- LYFT +6
- 66 vs 60
- 7 sessions ago
- LYFT +9
- 68 vs 59
- 30 sessions ago
- LYFT +13
- 63 vs 50
- 90 sessions ago
- LYFT +8
- 66 vs 58
The lead changed hands 2 times in this window, most recently on Jul 27 when LYFT moved ahead of NSC.
AIQ Signal Divergence
Only the signals that bear on the head-to-head. A conflicted name is carrying bullish and bearish rules at the same time — the technical evidence is not pointing one way.
4 bullish / 0 bearish / 2 neutral
Only LYFT
- Bollinger Band Squeeze — neutral, volatility, short horizon
- ATR Expansion - Breakout Mode — neutral, volatility, short horizon (3.53%)
5 bullish / 1 bearish, conflicted
Only NSC
- Keltner Channel Breakout — bullish, volatility, short horizon
- RSI Overbought — bearish, momentum, short horizon
Both carry 4 more signals that do not separate them: Golden Cross Active, EMA Ribbon Expansion Bullish, Uptrend Structure Active, MACD Bullish Crossover.
NSC is conflicted, so the timing case there is weaker than the score alone suggests.
Price vs model alignment
Whether the latest session's price move confirms what the model did over the same session, or contradicts it.
Price and the AIQ Score both moved down over the latest session (price -1.52%, AIQ -2 points).
Neither the price nor the AIQ Score moved enough in the latest session to confirm or contradict the other (price +0.13%, AIQ 0 points).
What would flip this result
A state, not a forecast. These are the specific, observable changes that would reverse the verdict — not a price prediction.
- 1NSC closes the Quality gap — currently 29 points behind, the largest single contributor to LYFT's edge.
- 2NSC's RSI Overbought resolves — a bearish momentum rule currently active against it.
- 3LYFT's Golden Cross Active breaks down — it is the strongest rule currently supporting the verdict.
- 4The narrowing continues — the lead has already given back 7 points over 30 sessions, and a further 6-point move would eliminate LYFT's advantage entirely.
The full evidence
Every number behind the verdict. The leader is called above each group so you are not left to solve it from the table.
Fundamentals
LYFT leads on balance| Metric | LYFT | NSC |
|---|---|---|
| Revenue growth (YoY) | 11.7% | 1.8% |
| EPS growth (YoY) | 225% | 3.7% |
| Gross margin | 45.5% | 52.9% |
| Operating margin | -1.8% | 31.5% |
| Return on equity (TTM) | 115.8% | 16.7% |
| Debt to equity | 0.39 | 0.99 |
Performance
NSC leads 4 of 6 windows| Metric | LYFT | NSC |
|---|---|---|
| 1 week (5 sessions) | -2.7% | 3% |
| 1 month (20 sessions) | 8.9% | 9.4% |
| 3 months (63 sessions) | 5.1% | 1.2% |
| 6 months (126 sessions) | 13.9% | 8.3% |
| Year to date | -15.6% | 17.1% |
| 1 year (252 sessions) | -20.2% | 20.5% |
Technicals
NSC has the stronger structure| Metric | LYFT | NSC |
|---|---|---|
| RSI (14) | 52.4 | 72.1 |
| ADX (14) | 23 | 33.5 |
| Price vs 50-day | -0.6% | 4.9% |
| Price vs 200-day | 7.9% | 7.5% |
| Volatility (1M, annualized) | 33.4% | 19.3% |
Risk
NSC is the more resilient| Metric | LYFT | NSC |
|---|---|---|
| Beta | 1.37 | 0.2 |
| Sharpe ratio | -0.28 | 0.81 |
| Sortino ratio | -0.38 | 1.25 |
| Max drawdown | -48.5% | -12.5% |
| Current drawdown | -33.5% | -4.2% |
| Annualized volatility | 47% | 21.1% |
| Value at risk (95%) | -4.7% | -2% |
Straight answers
Each answer is regenerated from the current snapshot, not written once and left to age.
Which is better, LYFT or NSC?
On the Algovestiq AIQ Score, LYFT is the stronger of the two as of Oct 31, 2026, scoring 66 against NSC's 60. The edge comes from quality and value. NSC is not without a case — it holds the better momentum profile, which matters more if that is the objective you are optimizing for. This is a systematic score, not a recommendation: it ranks the two on the same evidence, it does not know your holding period or tax position.
Is LYFT or NSC the better buy right now?
LYFT carries the stronger systematic profile as of Oct 31, 2026, and the comparison is rated Competitive — 4 of 6 covered evidence groups agree. A Competitive rating means the two are close enough that your objective, not the score, should decide.
Why does the AIQ Score favor LYFT over NSC?
The composite weights Quality, Value, Momentum and Risk Resilience. LYFT leads Quality by 29 points; NSC leads Momentum by 22 points; NSC leads Risk Resilience by 22 points. Where the two split, the factor with the larger weight carries the result.
Which has more analyst upside, LYFT or NSC?
Analyst price targets imply +11% upside for LYFT and +3.8% for NSC, so the Street currently favors LYFT. The model and the Street agree here, which is a broader base of evidence than either alone. Analyst targets are expectations, not predictions, and dispersion matters as much as the midpoint.
Which is better value, LYFT or NSC?
LYFT is the better-valued of the two on the peer-relative Value factor. LYFT on the peer-relative Value factor, by 20 points. The Value factor reads valuation relative to sector peers and to the company's own fundamental quality, so it is not the same as simply having the lower multiple.
Which has stronger growth, LYFT or NSC?
LYFT on combined revenue and EPS growth. Growth here is measured on reported revenue and earnings, not on forward estimates — it describes what the businesses have delivered, not what the Street expects next.
Which has stronger momentum, LYFT or NSC?
NSC on the Momentum factor, by 22 points. Momentum is one of the four weighted factors in the AIQ composite. It has documented persistence over three- to twelve-month horizons, which makes it a timing input rather than a reason to hold something indefinitely.
Which is riskier, LYFT or NSC?
NSC is the more resilient of the two, so the other name carries the higher downside risk. NSC on Risk Resilience, by 22 points. Risk Resilience is a weighted factor in the composite; position sizing usually responds to it more usefully than the buy/avoid decision does.
Is LYFT more profitable than NSC?
The profitability evidence is mixed: gross margin 45.5% vs 52.9%; operating margin -1.8% vs 31.5%; ttm roe 115.8% vs 16.7%. LYFT leads on one measure and NSC on two measures, and there is no single profitability composite that resolves the split — which of the two reads as "more profitable" depends on whether you weight pricing power or operating leverage.
Is LYFT's lead over NSC getting stronger or weaker?
LYFT lead: Weakening — the AIQ differential moved from 13 to 6 points over 30 sessions. This is measured from 120 daily comparison snapshots between 2026-06-29 and 2026-10-28. The lead has changed hands 2 times in that window, most recently on 2026-07-27, when LYFT moved ahead of NSC.
What would change the LYFT vs NSC verdict?
The result is a state, not a forecast, so it changes when the underlying evidence changes. Concretely: NSC closes the Quality gap — currently 29 points behind, the largest single contributor to LYFT's edge; NSC's RSI Overbought resolves — a bearish momentum rule currently active against it; LYFT's Golden Cross Active breaks down — it is the strongest rule currently supporting the verdict; the narrowing continues — the lead has already given back 7 points over 30 sessions, and a further 6-point move would eliminate LYFT's advantage entirely.
What do the current signals say about LYFT and NSC?
LYFT: 4 bullish / 0 bearish / 2 neutral. NSC: 5 bullish / 1 bearish, conflicted. A conflicted state means bullish and bearish rules are active on the same name at once — the technical evidence is not pointing one way, and a decision taken on it carries more timing risk. The most decision-relevant rule on LYFT is Golden Cross Active (bullish, long horizon). On NSC it is Golden Cross Active (bullish, long horizon).
Compare LYFT and NSC with others
Continue your research
This page answers which of the two. These answer the questions on either side of it.
How this comparison is scored
The Algovestiq AIQ Score composites four factors — Quality, Value, Momentum and Risk, each carrying a fixed weight. Sentiment is reported separately as SentimentPulse and is not folded into the composite. Scores refresh every trading day, and this page regenerates from the latest snapshot rather than being written once.
The verdict names a leader, states how broadly six independent evidence groups agree, and rates how durable that conclusion is given the score gap, its recent trajectory and the current signal state on both names.
How to use side-by-side comparison →This comparison is informational and educational, not investment advice. AIQ scores update daily; re-check after earnings, guidance or macro data that materially changes either name’s factor profile.